By Assistant Professor Ugur Turhan

Book Chapters

Sumit SS; Anavatti S; Tahtali M; Mirjalili S; Turhan U, 2024, 'KDVGG-Lite: A Distilled Approach for Enhancing the Accuracy of Image Classification', in , pp. 15 - 27, http://dx.doi.org/10.1007/978-981-97-4985-0_2

Journal articles

Nanyonga A; Turhan U; Joiner K; Wild G, 2025, 'A Systematic Review of Machine Learning Analytic Methods for Aviation (submitted)', Sci

Nanyonga A; Wasswa H; Joiner K; Turhan U; Wild G, 2025, 'A Multi-Head Attention-Based Transformer Model for Predicting Causes in Aviation Incidents', Modelling, 6, pp. 27 - 27, http://dx.doi.org/10.3390/modelling6020027

Nanyonga A; Wasswa H; Joiner K; Turhan U; Wild G, 2025, 'Explainable Supervised Learning Models for Aviation Predictions in Australia', Aerospace, 12, http://dx.doi.org/10.3390/aerospace12030223

Güneş T; Turhan U; Açıkel B, 2025, 'Aircraft Maintenance Technician Perceptions and Evaluations about the Safety Culture and Responsibility Related Competencies', Journal of Aerospace Technology and Management, 17, http://dx.doi.org/10.1590/jatm.v17.1367

Hossain MI; Tahtali M; Turhan U; Biswas K, 2024, 'Blockchain Integration in UAV Networks: Performance Metrics and Analysis', Sensors, 24, http://dx.doi.org/10.3390/s24237813

Altıntaş OA; Açıkel B; Turhan U, 2024, 'Evaluation of The Studies on Unmanned Aircraft System Safety Management Systems with Bibliometric Analysis', Journal of Aviation Research, 6, pp. 132 - 148, http://dx.doi.org/10.51785/jar.1453011

Gunes T; Turhan U; Yörük Açıkel B, 2022, 'Improvement of aircraft maintenance manual (AMM) for Cessna 172', Aircraft Engineering and Aerospace Technology, 94, pp. 1078 - 1086, http://dx.doi.org/10.1108/AEAT-10-2021-0321

Gunes T; Turhan U; Acikel B, 2020, 'An Assessment of Aircraft Maintenance Technician Competency', International Journal of Aviation Science and Technology, vm01, pp. 22 - 29, http://dx.doi.org/10.23890/ijast.vm01is01.0104

GÜNEŞ T; TURHAN U; AÇIKEL B, 2020, 'İnsan Faktörleri Yetkinliklerinin Hava Aracı Bakım İşletmelerinin Teknisyen Bulma ve Seçme Süreçlerinde Değerlendirilmesi', Uluslararası İnsan Çalışmaları Dergisi, 3, pp. 179 - 200, http://dx.doi.org/10.35235/uicd.734064

TURHAN U; AÇIKEL B; GÜNEŞ T, 2020, 'Hava Trafik Kontrol Acil Durum Yönetimi Simülasyonlu Eğitim Uygulamalarında Probleme Dayalı Öğrenme Yönteminin Kullanımı: Kuramsal Bir Bakış', Journal of Aviation, 4, pp. 147 - 161, http://dx.doi.org/10.30518/jav.713537

Borghini G; Di Flumeri G; Aricò P; Sciaraffa N; Bonelli S; Ragosta M; Tomasello P; Drogoul F; Turhan U; Acikel B; Ozan A; Imbert JP; Granger G; Benhacene R; Babiloni F, 2020, 'A multimodal and signals fusion approach for assessing the impact of stressful events on Air Traffic Controllers.', Sci Rep, 10, pp. 8600, http://dx.doi.org/10.1038/s41598-020-65610-z

Yörük Açıkel B; Turhan U; Akbulut Y, 2018, 'Effect of Multitasking on Simulator Sickness and Performance in 3D Aerodrome Control Training', Simulation & Gaming, 49, pp. 27 - 49, http://dx.doi.org/10.1177/1046878117750417

de Gramatica M; Massacci F; Shim W; Turhan U; Williams J, 2017, 'Agency Problems and Airport Security: Quantitative and Qualitative Evidence on the Impact of Security Training.', Risk Anal, 37, pp. 372 - 395, http://dx.doi.org/10.1111/risa.12607

Ergün N; Açıkel BY; Turhan U, 2017, 'The appropriateness of today’s airport security measures in safeguarding airline passengers', Security Journal, 30, pp. 89 - 105, http://dx.doi.org/10.1057/sj.2014.41

Cano J; Pollini A; Falciani L; Turhan U, 2016, 'Modeling current and emerging threats in the airport domain through adversarial risk analysis', Journal of Risk Research, 19, pp. 894 - 912, http://dx.doi.org/10.1080/13669877.2015.1057201

Cano J; Ríos Insua D; Tedeschi A; Turhan U, 2016, 'Security economics: an adversarial risk analysis approach to airport protection', Annals of Operations Research, 245, pp. 359 - 378, http://dx.doi.org/10.1007/s10479-014-1690-7

Conference Papers

Nanyonga A; Joiner K; Turhan U; Wild G, 2025, 'Applications of natural language processing in aviation safety: A review and qualitative analysis (submitted)', Orlando, Florida, presented at 2025 AIAA SciTech, Orlando, Florida, 06 January 2025 - 10 January 2025, http://dx.doi.org/10.2514/6.2025-2153

Nanyonga A; Wasswa H; Turhan U; Joiner K; Wild G, 2024, 'Exploring Aviation Incident Narratives Using Topic Modeling and Clustering Techniques (accepted)', in 2024 IEEE Region 10 Symposium Tensymp 2024, Institute of Electrical and Electronics Engineers (IEEE), Netaji Subhas, University of Technology, New Dehli, pp. 1 - 6, presented at IEEE Region Ten Symposium (TENSYMP), Netaji Subhas, University of Technology, New Dehli, 27 September 2024 - 29 September 2024, http://dx.doi.org/10.1109/TENSYMP61132.2024.10752231

Nanyonga A; Wasswa H; Turhan U; Joiner K; Wild G, 2024, 'Comparative Analysis of Topic Modeling Techniques on ATSB Text Narratives Using Natural Language Processing', Bangalore, India, pp. 1 - 7, presented at 3rd International Conference for Innovation in Technology (INOCON), Bangalore, India, 01 March 2024 - 03 March 2024, http://dx.doi.org/10.1109/INOCON60754.2024.10511951

Nanyonga A; Wasswa H; Molloy O; Turhan U; Wild G, 2023, 'Natural Language Processing and Deep Learning Models to Classify Phase of Flight in Aviation Safety Occurrences', in 2023 IEEE Region 10 Symposium, TENSYMP 2023, http://dx.doi.org/10.1109/TENSYMP55890.2023.10223666

Hossain MI; Tahtali M; Turhan U, 2023, 'Performance Analysis of Private Blockchain in Mobile Ad-hoc Networks (MANETs)', in Proceedings 10th International Conference on Wireless Networks and Mobile Communications Wincom 2023, http://dx.doi.org/10.1109/WINCOM59760.2023.10322938

Nanyonga A; Wasswa H; Turhan U; Molloy O; Wild G, 2023, 'Sequential Classification of Aviation Safety Occurrences with Natural Language Processing', in AIAA Aviation and Aeronautics Forum and Exposition AIAA Aviation Forum 2023, http://dx.doi.org/10.2514/6.2023-4325

Yeniçeri R; Koyuncu E; Ösken I; Cásek P; Pálenská M; Orhan I; Yapicioǧlu H; Açikel B; Turhan U; Diken MO; Sternemann KP; Pouzet J; Doetsch U, 2023, 'Towards Full Integration of Manned and Unmanned Air Traffic: A Test Case Study - Performance Results of Future All Aviation CNS Technology (FACT) Project', in Integrated Communications Navigation and Surveillance Conference Icns, http://dx.doi.org/10.1109/ICNS58246.2023.10124293

Preprints

Nanyonga A; Joiner K; Turhan U; Wild G, 2025, Applications of natural language processing in aviation safety: A review and qualitative analysis, http://arxiv.org/abs/2501.06210v1

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